Sales AI Agent Development
FISTA Solutions builds sales AI agents that remove administrative drag from revenue teams: qualifying and routing inbound leads, preparing research briefs before calls, keeping CRM data current, drafting follow-ups from call notes, and assembling proposals — with reps owning every relationship and commitment.
- 150+
- projects delivered
- 50+
- companies served
- 99.9%
- verified uptime
- 47%
- efficiency gains
- 12+
- countries reached
What we build
What does a sales AI agent do?
Sales agents qualify inbound leads against explicit criteria and route them in minutes, assemble research briefs from public and CRM data, update CRM fields from call transcripts, draft follow-ups and summaries, and prepare proposals from approved pricing for rep review.
- 01
Lead qualification agent
Qualifies and routes inbound leads against explicit criteria within minutes, with reasoning recorded.
Pipeline - 02
Research brief agent
Assembles account and contact briefs from public sources and CRM history with citations before every call.
Preparation - 03
CRM hygiene agent
Updates fields, next steps, and stage evidence from call transcripts so the pipeline reflects reality.
Operations - 04
Follow-up drafting agent
Drafts summaries, next steps, and follow-up emails from the call for the rep to review and send.
Follow-up - 05
Proposal preparation agent
Assembles proposals from approved pricing and content, flagging anything requiring approval.
Closing
Requirements
What guardrails does a sales agent need?
Sales agents write to prospects and touch pricing, so guardrails cover commitment authority, honesty, and compliance: reps approve outbound and pricing, automation is disclosed where required, and suppression and consent rules are enforced at send time.
| Guardrail | Why it matters | How FISTA implements it |
|---|---|---|
| Commitment authority | Pricing and terms create obligations. | Approval gates on pricing, discounts, and contractual language, with approved-content libraries constraining drafts. |
| Outbound compliance | Email and messaging are regulated. | Suppression and consent enforced at send, sending reputation monitored, and opt-outs honored across systems. |
| Honesty | Misrepresenting automation damages trust. | Disclosure where required or expected, and no impersonation of a named person in automated outreach. |
| CRM data integrity | Bad automated updates corrupt the pipeline. | Field-level confidence, evidence from transcripts, and human confirmation on stage and forecast changes. |
| Research accuracy | Wrong facts in a brief embarrass the rep. | Citations on every claim, recency indicated, and abstention rather than inference about people or companies. |
Where AI fits
Where should a sales agent start?
Start with inbound lead response. Speed to first contact is the most reliable revenue lever an agent can pull, and qualification against explicit criteria is measurable from the first week.
- 01
1. Respond to inbound instantly
Minutes-to-first-touch beats almost every other optimization in inbound sales.
- 02
2. Prepare research briefs
Reps arrive informed without spending an hour per account.
- 03
3. Keep CRM current
Transcript-driven updates make the pipeline reflect reality rather than optimism.
- 04
4. Draft follow-ups
Same-day follow-up with the rep approving before sending.
- 05
5. Assemble proposals
Approved content and pricing assembled fast, with exceptions flagged for approval.
Cost and timeline
How much does a sales agent cost, and how long does it take?
Cost is driven by CRM integration depth and content readiness; timeline by data access and approval workflow design. FISTA does not quote blind: the scoping call returns an agent design and a phased estimate.
CRM data quality determines value. Agents writing into a CRM nobody trusts make the distrust worse, so FISTA assesses field hygiene and defines what the agent may update with what evidence.
Approval design decides adoption. Reps abandon anything that adds clicks, so drafts arrive where they already work — inbox, CRM, or messaging — with one-step approval.
Send the scope you have, even if it is a paragraph. You get a written brief, an architecture sketch, and a phased estimate before any commitment.
Get a scoped quoteDelivery
How does FISTA deliver an AI agent into production?
FISTA delivers agents in four gated phases: a discovery sprint that picks the workflow and writes the agent specification, a design that names tools, permissions, and approval points, a build with an evaluation harness and shadow runs on real work, and a production release with traces, dashboards, and rollback.
- 1
Select and specify
Choose the workflow with a measurable outcome, map its systems and edge cases, and write the agent spec with success metrics.
OutputAgent specification, golden test set
- 2
Design the guardrails
Tool inventory with least-privilege scopes, approval gates, escalation paths, data handling, and the evaluation plan.
OutputTool and permission matrix
- 3
Build and shadow-run
Implement tools as MCP servers or connectors, iterate against the evaluation harness, and run in shadow mode on live inputs.
OutputShadow-mode results, eval scores
- 4
Release and observe
Graduated rollout, full traces, cost and quality dashboards, on-call runbook, and a change process that re-runs the evals.
OutputProduction agent with SLOs
Why FISTA
Why build your sales agent with FISTA Solutions?
FISTA builds sales agents that never commit pricing, never impersonate a person, and never update the pipeline without evidence. Work is contracted through a US entity with full IP assignment.
Sales Agents specifics
- Pricing, discounts, and contractual language require human approval, with drafts constrained to approved content.
- No automated outreach impersonates a named individual, and automation is disclosed where required.
- CRM updates carry transcript evidence and field-level confidence, with humans confirming stage changes.
- Research briefs cite every claim and abstain rather than inferring facts about people or companies.
How FISTA engineers
- Spec-Driven Development: every deliverable starts as a written specification with acceptance criteria, so scope is testable before it is built.
- AI-native delivery: engineers direct coding agents under review gates and evaluation harnesses, compressing build time without loosening verification.
- Official Anthropic partner, with production experience across Claude, OpenAI, Google, and open-weight models, chosen per workload rather than by default.
- One accountable delivery lead, weekly demos on your environment, and code in your repositories from week one.
What you get as a client
- 150+ projects delivered for 50+ companies across 12+ countries since 2017, with 99.9% verified uptime on systems we operate.
- A US entity (FISTA Solutions Inc., Wilmington, Delaware) for contracting, invoicing, and IP assignment, with an engineering center in Faisalabad, Pakistan for cost-efficient senior capacity.
- US business-hours overlap for standups and reviews; written decision logs so nothing depends on a meeting you missed.
- Flexible engagement: fixed-scope build, embedded forward deployed engineers, or a dedicated team that you can scale month to month.
Clear answers
What teams ask before deploying agents.
Straightforward guidance for evaluating scope, fit, and the next step.
01Can an AI agent replace our SDRs?
It can remove the research, data entry, and first-response lag that consume SDR time, which usually changes what the team does rather than whether it exists. FISTA reports the measured impact honestly; staffing decisions are yours.
02Will prospects know it is automated?
Automation is disclosed where required or expected, and FISTA does not build agents that impersonate a named person. Honest automation that responds in two minutes outperforms a dishonest one that erodes trust.
03Can the agent quote prices?
It assembles proposals from approved pricing and flags anything outside standard terms for approval. Discounts and contractual language always require a human.
04Will it corrupt our CRM data?
Not if constrained properly: updates carry transcript evidence and confidence, only agreed fields are writable, and stage or forecast changes require human confirmation.
05How fast can it launch?
Inbound qualification and research briefs typically go live within weeks given CRM access; proposal and follow-up workflows follow once approved content is in place.
Scoped in writing before you commit
Give reps back the hour before every call.
Bring the inbound flow and your CRM. The scoping call returns an agent design, an approval workflow, and a phased estimate.