AI agent reliability partner
Vero - Make your AI agent measurable, reliable, and ROI-positive.
Most agent projects fail because requirements are fuzzy and changes cause silent regressions. Vero turns real usage into a clear spec, a baseline scorecard, and repeatable evals-so you can ship improvements with confidence.
Engineering-grade deliverables (CI-ready eval suite)
Before/after proof, not vibes
No PRD required to start
Agent scorecard
Revenue Ops Copilot
Internal RevOps analyst assistant
ROI Index
7.4
- Success rate
- 68%
- Tool failures
- 19%
- Avg latency
- 42s
- Cost / success
- $0.31
Focus workflows
Lead enrichment & routing
High74% pass rate - Field rename in enrichment tool caused 22% of requests to drop required firmographic data.
Contract amendment drafting
High61% pass rate - Tool retries hide schema drift; signature blocks sometimes missing legal entity.
Full scorecard lives in CI (downloaded as JSON + Markdown report).
The problem
Agent teams ship blind without requirements grounded in real usage.
You don't need another vague workshop. Vero finds the regressions hiding in traces and turns them into requirements you can test.
- Regressions after prompt/model/tool changes
- Tool call failures (schema drift, retries, rate limits)
- Costs rise without performance signals
- Debugging is guesswork (no blame isolation)
- Shipping becomes risky and slow
How it works
Clarity without extra homework.
We start with messy tickets, real traces, or even a single Slack thread.
Step 1
Clarify
We turn messy goals + real usage into a 1-page agent spec (what it should do, what it must not do, success metrics, handoff rules).
Step 2
Measure
Baseline success rate, tool failure rate, cost/latency per successful task, and the top failure patterns pulled from actual traces.
Step 3
Improve + lock in
Fix the highest-ROI issues and convert workflows into regression evals + tool contract tests so improvements don't regress.
Deliverables
Concrete assets every time.
Everything lands in your repo or CI-no mystery playbooks.
- Agent Performance Scorecard (baseline + ROI-ranked fixes)
- Golden-trace Regression Suite (CI gate with red/green diffs)
- Tool Contract Tests (schema/required fields/retry/idempotency/invariants)
- Before/After Report (proof of improvement)
Sample output
Proof > promises.
Every engagement ships with artifacts exactly like these.
Agent Performance Scorecard
Live JSON + Markdown report with the exact metrics you'll see on every engagement.
View sample (JSON-backed)
Golden-trace regression suite
Nightly replay of critical workflows, diffing trace output + tool payloads.
Includes CLI + GitHub Action wiring
Tool contract tests
Contracts that enforce schema, retry policy, idempotency, and invariants for every tool call.
Ships with red/green diff examples
Packages
Pick the engagement model that matches your urgency.
Scope is plain-English and Upwork-friendly.
Starter
Scorecard + Fix Plan
Fast baseline for teams that need concrete numbers before investing more.
- >Agent spec + trace review
- >Baseline scorecard + ROI-ranked fixes
- >Executive-friendly summary
Typical timeline: 1 week
Build
Regression Suite + CI Gate
Harden a workflow by converting golden traces into blocking tests.
- >Golden-trace capture + replay harness
- >Tool contract + schema guardrails
- >CI-ready eval runner + diffs
Typical timeline: 2-3 weeks
Scale
Monthly improvements + monitoring
Continuous optimization with proactive fixes and coverage expansion.
- >Monthly ROI & regression report
- >New evals for launched workflows
- >On-call support for ship windows
- >Playbooks for internal teams
Typical timeline: Ongoing
Founder
Madhur Srivastava
Engineer focused on reliability, observability, and measurable outcomes.
Why work with me
- >CI + telemetry first: every win lands in tests + dashboards.
- >Systems background: built reliability tooling for complex data products.
- >Obsessed with measurable outcomes and fast iteration loops.
Contact
Tell me about your agent.
Pick whichever entry point is easiest-redacted traces and staging-only access are fine.
Redacted traces are fine. Staging/VPC-friendly if needed.