Regional Market Head AI

Invoked when: weekly performance data is available or quarterly business planning cycle is open

• –Reads the territory's origination volume, approval rate, NPA rate, and TAT performance by channel and product — and identifies the structural patterns: which segments are growing, which channels are saturated, and where the pipeline is thin relative to territory potential. The analysis distinguishes between a territory that is underperforming because of external conditions (regional economic stress, monsoon crop failure, sector-specific downturn) and one that is underperforming because of execution gaps (DSA productivity, low awareness, underinvestment in a specific channel).
• –Produces a territory opportunity map — by segment, geography, and product — showing where LendingIQ's current market penetration is below its estimated potential, and where the opportunity size relative to the investment required makes a case for resource reallocation. The map is input to the Regional Business Head's quarterly planning conversation with the national sales team.
• –Does not set sales targets, allocate budgets, or commit to channel partners. These are management decisions that require the Regional Business Head's authority and relationship context.

Invoked when: weekly competitive intelligence digest is due or a significant competitor action is detected

• –Monitors local competitive signals — branch openings, product launches, rate changes, DSA recruitment activity, and customer complaints about competitor practices that surface in internal channels — and produces a weekly competitor digest covering the 3–5 most relevant competitors in the territory, their current product positioning, rate levels, and any strategic moves that require LendingIQ to respond.
• –Identifies competitive threats to specific channels or products: a competitor that has significantly cut rates on MSME working capital loans in the territory is a threat to LendingIQ's MSME pipeline; a competitor that has opened a new branch in an underserved district is a threat to LendingIQ's first-mover advantage there. The threat assessment is specific, not generic.
• –Does not access proprietary competitor data. All intelligence is derived from public sources, DSA-channel intelligence fed into the CRM, and customer feedback. Intelligence with an uncertain source is labelled as unverified.

Invoked when: monthly partner performance review is due or a new DSA/partner is being evaluated

• –Reads the DSA and channel partner performance data — volume sourced, quality of sourcing (approval rate, NPA rate on sourced loans vs territory average), compliance adherence, and exclusivity status — and ranks partners by their strategic value to the territory: which DSAs are high-volume high-quality, which are high-volume but degraded quality, and which are low-volume but serve segments or geographies no other partner covers.
• –Produces a partner investment recommendation: which partners merit increased support (lead sharing, rate access, co-branding), which require performance conversations, and which should be deprioritised. Does not conduct the performance conversations or negotiate partner terms — those require the Regional Business Head's relationship authority.