Assemble enterprise proposals and RFP responses from answers the business has already approved, mark the places where no approved source exists, and hold each draft for the named owner who commits it.
Break the owner-edit rate down by bid section before you read it as healthy — a small number of cohorts absorb most of the rework, so Nestack reports the rate by slice, not only in total.
Slice performance — reported separately, not only in aggregateIllustrative example
Slice
Failure rate
Lift
Lift vs. threshold
Status
Public-sector solicitations
4.3%
3.2×
Review
SLA and service-level sections
3.4%
2.5×
Review
Security questionnaires
2.6%
1.9×
Watch
Standard commercial rebids
0.8%
0.6×
Normal
Bar: owner-edit-rate lift vs. standard-rebid baseline · scale 0–4.0× · tick marks the 2.0× review threshold2 of 4 slices over threshold
Evidence-linked improvement
No cycle closes without a new case
An apology does not close a cycle; a case the next release must pass does. That suite is what the next response out the door is measured against.
Improvement cycle · five stagesSwitchback — the path turns at Improve and returns at Learn
01Detect
Owner-edit rate rises in a bid slice.
02Diagnose
Within the same bid cycle, a deal-desk reviewer reads the drafts and the sources behind them until the cause narrows to one.
03Improve
The correction is versioned, with the responses that motivated it attached.
04Verify
A failing case holds the release until it passes.
05Learn
The case is added permanently, and the answer library moves with it.
Learn → DetectThe return edge. The next detection runs against a longer suite than this one.
Typical build scope
Twelve workstreams across six weeks
The build scope read against the delivery timeline. Week structure follows the six-week plan — discovery, sources, response workflow, evaluation, integration, then production validation and handover.
WorkstreamWeek 1Week 2Week 3Week 4Week 5Week 6
01Bid workflow discovery and commitment-boundary definition.
02Bid, CRM and library source assessment.
03Answer-library, entity and jurisdiction rule mapping.
04Question-set ingestion and normalisation.
05Retrieval logic and source binding.
06Confidence scoring and held-term routing.
07Bid-owner approval workflow.
08Bid and CRM system integration.
09Commitment and certification cases.
10Guardrails and approval controls.
11Response-trail instrumentation.
12Deployment, documentation and Agent Care handover.
12 workstreams · 6 weeks · bar shows the weeks a workstream is active — several run in parallelFinal scope and sequence confirmed in discovery
Engagement tiers
What each tier includes
Rows are the capabilities named in each tier's scope. Higher tiers include everything below them.
Capability✓ in scope · — not at this tierPilotOne bid desk, one entityProductionProduction bid systemsAdvancedMultiple entities / regions
Introduced at Pilot
Assembly from your library✓✓✓
Owner approval✓✓✓
Answer-accuracy baseline✓✓✓
Introduced at Production
Reporting by bid type—✓✓
Approval workflow in your systems—✓✓
Approved write-back—✓✓
Bid-management integration—✓✓
Introduced at Advanced
Multi-jurisdiction bid rules——✓
Multi-stage bid approvals——✓
High bid volume——✓
Multi-entity bid controls——✓
Build priceFrom $5,000From $8,000Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, transaction volume, approval controls and deployment requirements.
Separate from buildBuild pricing is separate from recurring Agent Care, which covers managed monitoring, evaluations, incidents and verified improvements after launch.
What we need from you
What you bring, and what we build with it
Each input maps to a piece of build scope and a week in the delivery timeline.
You bringWe build with it
01Your answer library and its approval owners→Answer-library ingestion and source mappingWeek 1
02Representative past RFP responses→Retrieval baseline, question parsing and source bindingWeek 2
03Your approved commitment catalogue and its versions→Answer-library, entity and jurisdiction rule mappingWeek 1
04Access to relevant APIs, feeds or exports→Bid, CRM and library assessment, then integration setupWeek 2
05Answers you would not want submitted→Commitment cases and failure-mode testingWeek 4
06What a draft may never commit the business to→Confidence scoring, held-term routing, guardrails and approval controlsWeek 3
07Named bid owners to approve responses→Bid-owner approval workflow, then pilot and production validationWeeks 5–6
Nothing else is requiredDeployment, documentation and Agent Care handover are ours.
Delivery timeline
Four phases across six weeks
Each band covers the weeks the work really takes, so week 5 carries evaluation and launch together.
PhaseW1W2W3W4W5W6
DiscoveryW1
BuildW2 – W3
EvaluateW4 – W5
Pilot & LaunchW5 – W6
Week focusW1Bid workflow discovery, library mapping and the commitment boundaryW2Source integration and the retrieval baselineW3Response workflow, confidence logic and approval controlsW4Evaluation suite, commitment guardrails and failure-mode testingW5Bid-system integration, pilot responses and targeted correctionsW6One bid cycle drafted under the bid team, then handover
Reading the bandEach bar spans only the weeks its work is named in. The week 5 overlap is real, not padding.
At the end of W6Validation finishes on live bids and Agent Care assumes monitoring.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.
Next step · Telecom AI agent
Build an RFP-response agent around your bid desk's approval chain.
Show us your answer library, your approved commitment catalogue and who signs. If you can name an owner for each commitment, we will map the response workflow, set the commitment boundary and hold what sits outside it.
